One platform for ingesting, visualising, alerting on, and learning from every measurement across your entire physical infrastructure — from a single device to a global fleet.
Every layer of the data pipeline is owned and optimised by Continuis — no integration glue, no third-party middleware surprises.
Probe / SensorTEDS Identity
MNEMOS NodeMBP Encoding
MQTT GatewayEdge Buffer
Ingest APIAuth + Validate
TimescaleDBTime-series Store
Vigil DashboardLive Analytics
Sub-second Ingest
Measurements arrive in TimescaleDB within 200ms of leaving a sensor. Real-time aggregates update every second across your entire device fleet.
Offline-first Gateways
Edge gateways buffer measurements locally during connectivity gaps. On reconnect, the SQLite buffer drains to the platform with guaranteed ordering and deduplication.
Authenticated Streams
Each gateway authenticates with a per-device API token. Measurements are rejected if the source hardware ID doesn't match the registered device identity.
Alerts & Rules
Know before it breaks.
Define threshold rules on any measurement stream. Combine multiple conditions into composite triggers. Route alerts to any channel — Slack, email, PagerDuty, or webhooks.
Every Vigil tool has a name rooted in the physical sciences — because the platform is built around the reality of what sensors, actuators, and machines actually do.
Atlas
Physical Ontology
Model your physical world as a typed graph of assets: pumps, motors, tanks, PLCs, and pipelines — each with engineering properties, topology links, and a binding to live sensor streams. Atlas gives Argus the context to reason about what is being measured, not just the number.
Impulse
Action Framework
Send typed, validated commands to physical devices — adjust sample rates, set actuator outputs, schedule firmware updates, trigger calibration. Every action carries a parameter schema, audit trail, and state machine from proposal through execution. Argus can propose Impulse actions; humans approve them.
Scope
Signal Explorer
An oscilloscope for your entire fleet. Select any combination of bindings across sites, align them on a shared time axis, and compare waveforms side by side. Scope renders Prism-derived signals alongside raw streams — kurtosis next to vibration, temperature delta next to flow rate.
Prism
Derived Field Engine
A declarative signal-processing pipeline that transforms raw measurements into physics-meaningful quantities. Arithmetic, rolling statistics (RMS, kurtosis, crest factor), spectral analysis (FFT, envelope via Hilbert transform), and calculus (differentiate, integrate) — all composable in a JSON pipeline.
Forge
Probe Registry
The authoritative library of sensor and probe definitions built on the Physical Device Protocol (PDP). Submit a probe spec, fork an existing one, and flash it directly to EEPROM over USB — giving every transducer a self-describing digital identity that travels with the hardware.
Canvas
Live Dashboard Builder
Drag-and-drop dashboard builder with 12+ widget types — time-series charts, gauges, maps, status grids, and embedded documents. Share public read-only links for regulatory audits, client SLA dashboards, or remote team situational awareness.
Every measurement stored in Vigil feeds a growing pool of structured time-series data — ready for trend analysis, anomaly detection, and predictive maintenance models.
Natural Language Queries
Ask Vigil questions in plain language — "What was the peak temperature on Motor 4 last week?" — and get instant, accurate answers from your measurement history.
Trend Detection
Configurable rolling windows surface long-term drift before it becomes a failure. Spot gradual bearing wear, slow calibration drift, and process efficiency decline.
Predictive Maintenance
Train on your own fleet's historical failures. Vigil's AI pipeline outputs Remaining Useful Life estimates and maintenance scheduling recommendations.
Automated Reporting
Schedule daily, weekly, or monthly snapshot reports. Share read-only public links for audit trails, customer SLA documentation, or regulatory compliance.
Canvas Dashboards
Drag-and-drop dashboard builder with 12+ widget types. Share live views with external stakeholders without granting platform access.
Multi-site & Multi-org
Manage multiple facilities, clients, and teams from a single Vigil account. Role-based access control down to the individual sensor binding.
Architecture
Production-grade from day one.
Built on TimescaleDB, Celery, Redis, and MQTT — the same stack trusted by the world's largest IoT deployments. No vendor lock-in, no proprietary data formats.
Edge Layer
MNEMOS Node
MBP Protocol
TEDS EEPROM
Offline Buffer
MQTT Gateway
Platform Layer
Ingest API (Django)
Celery Workers
TimescaleDB
Redis (Cache + Queue)
Alert Engine
Interface Layer
Scope — Signal Explorer
Canvas — Dashboards
Prism — Derived Fields
Atlas — Asset Ontology
Impulse — Actions
Forge — Probe Registry
Argus — AI Engine
REST API v1
Get Started
Deploy your first device in minutes.
Request access to the Vigil platform and receive your API credentials, gateway configuration, and onboarding guide.